You can machine wash corduroy, as long as you do so on a cool, short cycle and do not overfill the drum. Avoid using the tumble dryer to prevent unnecessary wear and tear.
If you cannot machine wash the item, make a solution of Woolite and water and wipe down the item. Afterward, brush the corduroy in the direction of the nap to fluff up the pile.